SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 1951–2000 of 4740 papers

TitleStatusHype
SDR: Efficient Neural Re-ranking using Succinct Document Representation—0
Tao: A Learning Framework for Adaptive Nearest Neighbor Search using Static Features Only—0
A BERT-based Siamese-structured Retrieval Model—0
A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics—0
Factored couplings in multi-marginal optimal transport via difference of convex programming—0
Assessing Algorithmic Biases for Musical Version Identification—0
In defense of dual-encoders for neural ranking—0
KIMERA: Injecting Domain Knowledge into Vacant Transformer Heads—0
Regularized Autoencoders for Isometric Representation Learning—0
Revisiting Locality-Sensitive Binary Codes from Random Fourier Features—0
Rank4Class: Examining Multiclass Classification through the Lens of Learning to Rank—0
Graph-based Nearest Neighbor Search in Hyperbolic Spaces—0
Contrastive Pre-training for Zero-Shot Information Retrieval—0
The eDiscovery Medicine Show—0
A Proposal of Automatic Error Correction in Text—0
Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection—0
When expertise gone missing: Uncovering the loss of prolific contributors in Wikipedia—0
SPLADE v2: Sparse Lexical and Expansion Model for Information RetrievalCode1
Towards Handling Unconstrained User Preferences in Dialogue—0
Quoka Atlas of Scholarly Knowledge Production: An Interactive Sensemaking Tool for Exploring the Outputs of Research Institutions—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
Co-Embedding: Discovering Communities on Bipartite Graphs through Projection—0
YES SIR!Optimizing Semantic Space of Negatives with Self-Involvement Ranker—0
A system for information extraction from scientific texts in Russian—0
Statistical Inference: The Missing Piece of RecSys Experiment Reliability Discourse—0
BERT for Target Apps Selection: Analyzing the Diversity and Performance of BERT in Unified Mobile Search—0
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of ExplainabilityCode1
Refocusing on Relevance: Personalization in NLG—0
Mixed Attention Transformer for Leveraging Word-Level Knowledge to Neural Cross-Lingual Information Retrieval—0
Evaluating Recognizing Question Entailment Methods for a Portuguese Community Question-Answering System about Diabetes Mellitus—0
Word Discriminations for Vocabulary Inventory PredictionCode0
Translation Memory Retrieval Using Lucene—0
Hypergraph-of-Entity: A General Model for Entity-Oriented Search—0
Boosting Search Engines with Interactive Agents—0
You Only Hear Once: A YOLO-like Algorithm for Audio Segmentation and Sound Event DetectionCode1
Deep DNA Storage: Scalable and Robust DNA Storage via Coding Theory and Deep Learning—0
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking DatasetCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
A Statutory Article Retrieval Dataset in FrenchCode1
Learning Sparse Analytic Filters for Piano TranscriptionCode1
Multi-Server Private Linear Computation with Joint and Individual Privacy Guarantees—0
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
Toward the Understanding of Deep Text Matching Models for Information Retrieval—0
Deployment of a Free-Text Analytics Platform at a UK National Health Service Research Hospital: CogStack at University College London Hospitals—0
Complex Knowledge Base Question Answering: A SurveyCode1
GQE-PRF: Generative Query Expansion with Pseudo-Relevance Feedback—0
Modeling Relevance Ranking under the Pre-training and Fine-tuning Paradigm—0
Are Neural Ranking Models Robust?—0
Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product SearchCode0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified